Automated mesenchymal stem cell segmentation and machine learning-based phenotype classification using morphometric and textural analysis

Purpose: Mesenchymal stem cells (MSCs) have demonstrated clinically relevant therapeutic effects for treatment of trauma and chronic diseases. The proliferative potential, immunomodulatory characteristics, and multipotentiality of MSCs in monolayer culture is reflected by their morphological phenoty...

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Bibliographische Detailangaben
Veröffentlicht in:J Med Imaging (Bellingham)
Hauptverfasser: Mota, Sakina M., Rogers, Robert E., Haskell, Andrew W., McNeill, Eoin P., Kaunas, Roland, Gregory, Carl A., Giger, Maryellen L., Maitland, Kristen C.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Society of Photo-Optical Instrumentation Engineers 2021
Schlagworte:
Computer-Aided Diagnosis
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7849042/
https://ncbi.nlm.nih.gov/pubmed/33542945
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.1.014503
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